{"product_id":"machine-learning-and-optimization-techniques-for-automotive-cyber-physical-systems-9783031280153","title":"Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems","description":"\u003cp\u003e • Author(s): Vipin Kumar Kukkala\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Electronics - Circuits - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eThis book provides comprehensive coverage of various solutions that address issues related to real-time performance, security, and robustness in emerging automotive platforms. The authors discuss recent advances towards the goal of enabling reliable, secure, and robust, time-critical automotive cyber-physical systems, using advanced optimization and machine learning techniques. The focus is on presenting state-of-the-art solutions to various challenges including real-time data scheduling, secure communication within and outside the vehicle, tolerance to faults, optimizing the use of resource-constrained automotive ECUs, intrusion detection, and developing robust perception and control techniques for increasingly autonomous vehicles. \u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe book describes state-of-the-art solutions to design secure, robust, and time-critical automotive systems;\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eVarious approaches are discussed that will impact the design of emerging autonomous vehicle systems; \u003c\/li\u003e\n\u003cli\u003e The content is relevant to researchers and industry practitioners interested in future automotive platforms. \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45279477203095,"sku":"9783031280153","price":8720.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031280153.webp?v=1769293683","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-and-optimization-techniques-for-automotive-cyber-physical-systems-9783031280153","provider":"Atlantic Books","version":"1.0","type":"link"}